stock-bot/docs/execution-services/portfolio-manager/README.md

3.4 KiB

Portfolio Manager

Overview

The Portfolio Manager service will provide comprehensive position tracking, portfolio analysis, and management capabilities for the stock-bot platform. It will maintain the current state of all trading portfolios, calculate performance metrics, and support portfolio-level decision making.

Planned Features

Position Management

  • Real-time Position Tracking: Accurate tracking of all open positions
  • Position Reconciliation: Validation against broker records
  • Average Price Calculation: Tracking of position entry prices
  • Lot Management: FIFO/LIFO/average cost basis tracking
  • Multi-currency Support: Handling positions across different currencies

Portfolio Analytics

  • Performance Metrics: Return calculation (absolute, relative, time-weighted)
  • Risk Metrics: Volatility, beta, correlation, VaR calculations
  • Attribution Analysis: Performance attribution by sector, strategy, asset class
  • Scenario Analysis: What-if analysis for portfolio changes
  • Benchmark Comparison: Performance vs. standard benchmarks

Corporate Action Processing

  • Dividend Processing: Impact of cash and stock dividends
  • Split Adjustments: Handling of stock splits and reverse splits
  • Merger & Acquisition Handling: Position adjustments for M&A events
  • Rights & Warrants: Processing of corporate rights events
  • Spin-offs: Management of position changes from spin-off events

Portfolio Construction

  • Rebalancing Tools: Portfolio rebalancing against targets
  • Optimization: Portfolio optimization for various objectives
  • Constraint Management: Enforcement of portfolio constraints
  • Tax-aware Trading: Consideration of tax implications
  • Cash Management: Handling of cash positions and forecasting

Planned Integration Points

Upstream Connections

  • Order Management System (for executed trades)
  • Broker Gateway (for position verification)
  • Market Data Gateway (for pricing)
  • Strategy Orchestrator (for allocation decisions)

Downstream Consumers

  • Risk Guardian (for portfolio risk assessment)
  • Trading Dashboard (for portfolio visualization)
  • Reporting System (for performance reporting)
  • Tax Reporting (for tax calculations)

Planned Technical Implementation

Technology Stack

  • Runtime: Node.js with TypeScript
  • Database: Fast database with transaction support
  • Calculation Engine: Optimized financial calculation libraries
  • API: RESTful interface with WebSocket updates
  • Caching: In-memory position cache for performance

Architecture Pattern

  • Event sourcing for position history
  • CQRS for optimized read/write operations
  • Eventual consistency for distributed state
  • Snapshotting for performance optimization

Development Guidelines

Position Calculations

  • Cost basis methodologies
  • Corporate action handling
  • FX conversion approaches
  • Performance calculation standards

Data Consistency

  • Reconciliation procedures
  • Error detection and correction
  • Data validation requirements
  • Audit trail requirements

Performance Optimization

  • Caching strategies
  • Calculation optimization
  • Query patterns
  • Batch processing approaches

Implementation Roadmap

  1. Basic position tracking and P&L calculation
  2. Portfolio analytics and performance metrics
  3. Corporate action processing
  4. Advanced portfolio construction tools
  5. Tax and regulatory reporting features